| Title |
Multi-objective optimization and decision visualization of batch stirred tank reactor based on spherical catalyst particles / |
| Authors |
Žilinskas, Antanas ; Baronas, Romas ; Litvinas, Linas ; Petkevičius, Linas |
| DOI |
10.15388/NA.2019.6.10 |
| Full Text |
|
| Is Part of |
Nonlinear analysis: modelling and control.. Vilnius : Vilniaus universiteto leidykla. 2019, vol. 24, no. 6, p. 1019-1033.. ISSN 1392-5113. eISSN 2335-8963 |
| Keywords [eng] |
multi-objective optimization ; multi-dimensional scaling ; microreactor ; reaction– diffusion |
| Abstract [eng] |
This paper presents a Bayesian approach rooted algorithm oriented to the properties of multi-objective optimization problems. The performance of the developed algorithm is compared with several other multi-objective optimization algorithms. The approach is applied to the multiobjective optimization of a batch stirred tank reactor based on spherical catalyst microreactors. The microbioreactors are computationally modeled by a two-compartment model based on reaction–diffusion equations containing a nonlinear term related to the Michaelis–Menten enzyme kinetics. A two-stage visualization procedure based on the multi-dimensional scaling is proposed and applied for the visualization of trade-off solutions and for the selection of favorable configurations of the bioreactor. |
| Published |
Vilnius : Vilniaus universiteto leidykla |
| Type |
Journal article |
| Language |
English |
| Publication date |
2019 |
| CC license |
|
